{"id":"https://openalex.org/W2303326123","doi":"https://doi.org/10.5220/0005812303830390","title":"Visualising Formula Structures to Support Exploratory Modelling","display_name":"Visualising Formula Structures to Support Exploratory Modelling","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2303326123","doi":"https://doi.org/10.5220/0005812303830390","mag":"2303326123"},"language":"en","primary_location":{"id":"doi:10.5220/0005812303830390","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005812303830390","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005812303830390","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080745450","display_name":"Chris Roast","orcid":"https://orcid.org/0000-0002-6931-6252"},"institutions":[{"id":"https://openalex.org/I71422933","display_name":"Sheffield Hallam University","ror":"https://ror.org/019wt1929","country_code":"GB","type":"education","lineage":["https://openalex.org/I71422933"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Chris Roast","raw_affiliation_strings":["Sheffield Hallam University, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Sheffield Hallam University, United Kingdom","institution_ids":["https://openalex.org/I71422933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072977372","display_name":"Roxanne Leit\u00e3o","orcid":null},"institutions":[{"id":"https://openalex.org/I71422933","display_name":"Sheffield Hallam University","ror":"https://ror.org/019wt1929","country_code":"GB","type":"education","lineage":["https://openalex.org/I71422933"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Roxanne Leit\u00e3o","raw_affiliation_strings":["Sheffield Hallam University, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Sheffield Hallam University, United Kingdom","institution_ids":["https://openalex.org/I71422933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027176529","display_name":"Michael Gunning","orcid":null},"institutions":[{"id":"https://openalex.org/I71422933","display_name":"Sheffield Hallam University","ror":"https://ror.org/019wt1929","country_code":"GB","type":"education","lineage":["https://openalex.org/I71422933"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michael Gunning","raw_affiliation_strings":["Sheffield Hallam University, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Sheffield Hallam University, United Kingdom","institution_ids":["https://openalex.org/I71422933"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5080745450"],"corresponding_institution_ids":["https://openalex.org/I71422933"],"apc_list":null,"apc_paid":null,"fwci":0.8662,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.7545806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"383","last_page":"390"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13197","display_name":"Spreadsheets and End-User Computing","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13197","display_name":"Spreadsheets and End-User Computing","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10731","display_name":"Educational Games and Gamification","score":0.9858999848365784,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7633274793624878},{"id":"https://openalex.org/keywords/premise","display_name":"Premise","score":0.6347894072532654},{"id":"https://openalex.org/keywords/iterative-and-incremental-development","display_name":"Iterative and incremental development","score":0.5464091300964355},{"id":"https://openalex.org/keywords/whiteboard","display_name":"Whiteboard","score":0.5330660939216614},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5296644568443298},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5287035703659058},{"id":"https://openalex.org/keywords/tutor","display_name":"TUTOR","score":0.5101576447486877},{"id":"https://openalex.org/keywords/exploratory-research","display_name":"Exploratory research","score":0.5030297636985779},{"id":"https://openalex.org/keywords/notation","display_name":"Notation","score":0.486320823431015},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46357303857803345},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4558384418487549},{"id":"https://openalex.org/keywords/iterative-design","display_name":"Iterative design","score":0.4530482292175293},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.28651416301727295},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.19540852308273315},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1619897186756134},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12059798836708069}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7633274793624878},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.6347894072532654},{"id":"https://openalex.org/C143587482","wikidata":"https://www.wikidata.org/wiki/Q1543216","display_name":"Iterative and incremental development","level":2,"score":0.5464091300964355},{"id":"https://openalex.org/C2780315633","wikidata":"https://www.wikidata.org/wiki/Q16354","display_name":"Whiteboard","level":2,"score":0.5330660939216614},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5296644568443298},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5287035703659058},{"id":"https://openalex.org/C2778371403","wikidata":"https://www.wikidata.org/wiki/Q7672049","display_name":"TUTOR","level":2,"score":0.5101576447486877},{"id":"https://openalex.org/C85973986","wikidata":"https://www.wikidata.org/wiki/Q1091731","display_name":"Exploratory research","level":2,"score":0.5030297636985779},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.486320823431015},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46357303857803345},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4558384418487549},{"id":"https://openalex.org/C106246047","wikidata":"https://www.wikidata.org/wiki/Q4928435","display_name":"Iterative design","level":3,"score":0.4530482292175293},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.28651416301727295},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.19540852308273315},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1619897186756134},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12059798836708069},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2778648169","wikidata":"https://www.wikidata.org/wiki/Q967768","display_name":"Compatibility (geochemistry)","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0005812303830390","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005812303830390","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Computer Supported Education","raw_type":"proceedings-article"},{"id":"pmh:oai:shura.shu.ac.uk:11521","is_oa":true,"landing_page_url":"http://orcid.org/0000-0002-6931-6252>,","pdf_url":"https://shura.shu.ac.uk/11521/1/csedu_2016_paper_v7_submitted_11_2015.pdf","source":{"id":"https://openalex.org/S4306401600","display_name":"SHURA (Sheffield Hallam University Research Archive) (Sheffield Hallam University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71422933","host_organization_name":"Sheffield Hallam University","host_organization_lineage":["https://openalex.org/I71422933"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":{"id":"doi:10.5220/0005812303830390","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005812303830390","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th International Conference on Computer Supported Education","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8899999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1553589896","https://openalex.org/W1598564712","https://openalex.org/W1899639145","https://openalex.org/W1962796098","https://openalex.org/W1979253984","https://openalex.org/W1990260444","https://openalex.org/W1996473305","https://openalex.org/W2008605035","https://openalex.org/W2030470921","https://openalex.org/W2033943395","https://openalex.org/W2065602053","https://openalex.org/W2079279585","https://openalex.org/W2091027230","https://openalex.org/W2093987194","https://openalex.org/W2095148351","https://openalex.org/W2112338634","https://openalex.org/W2138633813","https://openalex.org/W2151867683","https://openalex.org/W2167759247","https://openalex.org/W2172240163","https://openalex.org/W3147499201"],"related_works":["https://openalex.org/W2376244192","https://openalex.org/W3157985708","https://openalex.org/W2137409571","https://openalex.org/W2033944222","https://openalex.org/W4366964216","https://openalex.org/W4237756264","https://openalex.org/W2158413888","https://openalex.org/W2101845639","https://openalex.org/W1570392852","https://openalex.org/W3137072590"],"abstract_inverted_index":{"Visualisation":[0],"is":[1,134],"often":[2,58],"presented":[3],"as":[4,60,118,144,146],"a":[5,21,61,69,99,119],"means":[6,54,62],"of":[7,35,63,98,107],"simplifying":[8],"information":[9],"and":[10,87,96,126,148],"helping":[11],"people":[12],"understand":[13],"complex":[14],"data.":[15],"In":[16],"this":[17],"paper":[18,91],"we":[19],"describe":[20],"project":[22],"designing":[23],"interactive":[24],"visualisations":[25],"to":[26,101],"support":[27],"core":[28],"learner":[29,124,147],"competencies":[30],"in":[31],"the":[32,42,73,78,93,105,113],"broad":[33],"area":[34],"numeracy.":[36],"The":[37],"work":[38],"builds":[39],"upon:":[40],"(i)":[41],"observation":[43],"that":[44,55,76,115],"while":[45],"spreadsheets":[46,116],"are":[47,57],"traditional":[48],"ICT":[49],"tools,":[50],"their":[51],"widespread":[52],"use":[53],"they":[56],"introduced":[59],"exploring":[64],"basic":[65],"mathematical":[66],"modelling;":[67],"(ii)":[68],"research":[70,138],"theme":[71],"examining":[72],"human":[74],"factors":[75],"influence":[77],"ease":[79],"with":[80,104],"which":[81],"formal":[82],"notations":[83],"can":[84],"be":[85],"understood":[86],"applied":[88],"appropriately.":[89],"Our":[90],"describes":[92],"iterative":[94,132],"design":[95,143],"evaluation":[97],"tool":[100,121],"visualise":[102],"spreadsheets,":[103],"aim":[106],"supporting":[108,123],"mid-teen":[109],"learners":[110],"based":[111],"on":[112],"premise":[114],"serve":[117],"gateway":[120],"for":[122],"experimentation":[125],"confidence":[127],"within":[128],"numerate":[129],"subjects.":[130],"This":[131],"process":[133],"informed":[135],"by":[136],"background":[137],"into":[139],"notational":[140],"design,":[141],"graphic":[142],"well":[145],"tutor":[149],"feedback.":[150]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}